User Modeling papers, 2023–2026

Key findings

• User Modeling went from 49 papers in 2023 to 142 in 2026, roughly 2.9x in three years.
• NeurIPS publishes the most User Modeling work: 121 papers from 2023 to 2026, 36% of the four-venue total.
• The fastest-growing overlap is with Alignment and Safety: papers tagged with both rose from 1 in 2023 to 26 in 2026.
• Among the 5 topics under Education and HCI, it ranks #1 by 2026 paper count; the fastest grower in the group, UI Understanding, is up 1.8x versus 2.9x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026BehaviorBench: Modeling Real-World User Decisions from Behavioral Traces
• ICML 2026Eating for a Sustainable Planet: Personalized Sustainable Diet Recommendation via Constraint-Aware Decision-Making Modeling
• ICLR 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
• CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling
• NeurIPS 2025Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
• ICML 2025How Transformers Learn Structured Data: Insights From Hierarchical Filtering
• ICLR 2025Logic-Logit: A Logic-Based Approach to Choice Modeling
• CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
• NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
• ICML 2024An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation
• ICLR 2024Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
• CVPR 2024Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining
• NeurIPS 2023FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
• ICML 2023dugMatting: Decomposed-Uncertainty-Guided Matting
• ICLR 2023Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
• CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
• NeurIPS 2026Causally Structured Differential Network Modeling for Single-Cell Perturbation Prediction
• ICML 2026HyperMLP: An Integrated Perspective for Sequence Modeling
• ICLR 2026Ads that Stick: Near-Optimal Ad Optimization through Psychological Behavior Models
• CVPR 2026Learning Personalized Photographic Style from Pairwise User Preferences

All User Modeling papers

43 papers, page 1 of 1

1. CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling
2. CVPR 2026FluoCLIP Stain-Aware Focus Quality Assessment in Fluorescence Microscopy
3. CVPR 2026FoSS Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction
4. CVPR 2026Haptic Neural Fields Bringing Tactile Interactions to 3D Rendered Scenes
5. CVPR 2026HumanNOVA Photorealistic Universal and Rapid 3D Human Avatar Modeling from
6. CVPR 2026Interactive Episodic Memory with User Feedback
7. CVPR 2026Learning Personalized Photographic Style from Pairwise User Preferences
8. CVPR 2026MD2E Modeling Depth-to-Edge Cues for Monocular Metric Depth Estimation
9. CVPR 2026Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic
10. CVPR 2026Modeling the Brains Grammar ROI-Guided fMRI Pretraining for Transferable and
11. CVPR 2026Premier Personalized Preference Modulation with Learnable User Embedding in Text-to-Image
12. CVPR 2026Protego User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint
13. CVPR 2026RAYNOVA Scale-Temporal Autoregressive World Modeling in Ray Space
14. CVPR 2026Rethinking Occlusion Modeling for UAV Tracking
15. CVPR 2026Revisiting Monocular SLAM with Spatio-Temporal Scene Modeling
16. CVPR 2026Sky2Ground A Benchmark for Site Modeling under Varying Altitude
17. CVPR 2026Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion
18. CVPR 2026TriSim Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative
19. CVPR 2026Voxify3D Pixel Art Meets Volumetric Rendering
20. CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
21. CVPR 2025FineVQ: Fine-Grained User Generated Content Video Quality Assessment
22. CVPR 2025GroomLight: Hybrid Inverse Rendering for Relightable Human Hair Appearance Modeling
23. CVPR 2025MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling
24. CVPR 2025ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling
25. CVPR 2025MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation
26. CVPR 2025Parallel Sequence Modeling via Generalized Spatial Propagation Network
27. CVPR 2025Person De-reidentification: A Variation-guided Identity Shift Modeling
28. CVPR 2025Poly-Autoregressive Prediction for Modeling Interactions
29. CVPR 2025ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
30. CVPR 2025VisionArena: 230k Real World User-VLM Conversations with Preference Labels
31. CVPR 2024InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
32. CVPR 2024Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining
33. CVPR 2024U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
34. CVPR 2024XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
35. CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
36. CVPR 2023CloSET: Modeling Clothed Humans on Continuous Surface With Explicit Template Decomposition
37. CVPR 2023DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
38. CVPR 2023Generalized Relation Modeling for Transformer Tracking
39. CVPR 2023Learning From Unique Perspectives: User-Aware Saliency Modeling
40. CVPR 2023LightPainter: Interactive Portrait Relighting With Freehand Scribble
41. CVPR 2023Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling
42. CVPR 2023RaBit: Parametric Modeling of 3D Biped Cartoon Characters With a Topological-Consistent Dataset
43. CVPR 2023Unified Pose Sequence Modeling

FAQ

How many User Modeling papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

335 in total: 49 in 2023, 54 in 2024, 90 in 2025, 142 in 2026.

How many User Modeling papers are at NeurIPS 2026?

NeurIPS 2026 has 51 User Modeling papers, versus 42 the year before.

How many User Modeling papers are at ICLR 2026?

ICLR 2026 has 40 User Modeling papers, versus 17 the year before.

How many User Modeling papers are at ICML 2026?

ICML 2026 has 32 User Modeling papers, versus 20 the year before.

How many User Modeling papers are at CVPR 2026?

CVPR 2026 has 19 User Modeling papers, versus 11 the year before.

Which conference publishes the most User Modeling papers?

NeurIPS, with 121 papers from 2023 to 2026.